Elvira Agrón

According to our database1, Elvira Agrón authored at least 10 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Predicting myocardial infarction through retinal scans and minimal personal information.
Nat. Mach. Intell., 2022

Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validations.
Proceedings of the AMIA 2022, 2022

2021
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.
J. Am. Medical Informatics Assoc., 2021

2020
Predicting risk of late age-related macular degeneration using deep learning.
npj Digit. Medicine, 2020

Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration.
CoRR, 2020

Detection of reticular pseudodrusen using deep learning.
Proceedings of the AMIA 2020, 2020

2019
A deep learning approach for automated detection of geographic atrophy from color fundus photographs.
CoRR, 2019

A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs.
Proceedings of the AMIA 2019, 2019

2018
A multi-task deep learning model for the classification of Age-related Macular Degeneration.
CoRR, 2018

DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs.
CoRR, 2018


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